conftrace_

simplicial complex

21 papers

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Also known as

SC

Co-occurring keywords

graph neural network (3962) message passing (579) topological data analysis (122) higher-order interaction (17) weisfeiler-lehman test (32) high-order interaction (13) simplicial neural network (8) homology group (3) topological feature (27) stochastic process (388)

Papers

IsUMap: Manifold Learning and Data Visualization Leveraging Vietoris-Rips Filtrations AAAI 2025
Higher-Order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes AAAI 2024
Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes AAAI 2024
Euler Characteristic Tools for Topological Data Analysis JMLR 2024
TopoX: A Suite of Python Packages for Machine Learning on Topological Domains JMLR 2024
Hodge-Compositional Edge Gaussian Processes AISTATS 2024
TopoSRL: Topology preserving self-supervised Simplicial Representation Learning NIPS 2023
E$(n)$ Equivariant Message Passing Simplicial Networks ICML 2023
Promoting Topic Coherence and Inter-Document Consorts in Multi-Document Summarization via Simplicial Complex and Sheaf Graph EMNLP 2023
Limits of Dense Simplicial Complexes JMLR 2023
Topological Point Cloud Clustering ICML 2023
Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions NIPS 2023
Facilitating Graph Neural Networks with Random Walk on Simplicial Complexes NIPS 2023
Dist2Cycle: A Simplicial Neural Network for Homology Localization AAAI 2022
BScNets: Block Simplicial Complex Neural Networks AAAI 2022
SGAT: Simplicial Graph Attention Network IJCAI 2022
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks ICML 2021
Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling ICML 2021
Weisfeiler and Lehman Go Cellular: CW Networks NIPS 2021
Multiscale Topological Trajectory Classification with Persistent Homology RSS 2014
Dynamic Coverage Verification in Mobile Sensor Networks Via Switched Higher Order Laplacians RSS 2007